Journal
JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY
Volume 35, Issue 3, Pages 456-479Publisher
LAWRENCE ERLBAUM ASSOC INC
DOI: 10.1207/s15374424jccp3503_11
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A major form of data analysis in clinical child and adolescent psychology is multiple regression. This article reviews issues in the application of such methods in light of the research designs typical of this field. Issues addressed include controlling covariates, evaluation of predictor relevance, comparing predictors, analysis of moderation, analysis of mediation, assumption violations, outliers, limited dependent variables, and directed regression and its relation to structural equation modeling. Analytic guidelines are provided within each domain.
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